Abigail Goben · @hedgielib
524 followers · 1453 posts · Server glammr.us"Correct identification rates were typically 86–100%, indicating a high risk of reidentification. "
Does deidentification of data from wearable devices give us a false sense of security? A systematic review
https://www.sciencedirect.com/science/article/pii/S2589750022002345
(article is Open)
#Reidentification
#WearableMedicalDevices
#reidentification #wearablemedicaldevices
Abigail Goben · @hedgielib
500 followers · 1233 posts · Server glammr.usI am truly curious if I'm capable of getting through a data-related presentation without invoking Latanya Sweeney's research.
#KAnonymity
#Reidentification
#DeidentifiedMyLeftEarlobe
#Data
#kanonymity #reidentification #deidentifiedmyleftearlobe #data
Eric Maugendre · @maugendre
64 followers · 143 posts · Server hachyderm.io"Estimating the success of #reidentification in incomplete datasets":
"We find that 99.98% of Americans would be correctly re-identified in any dataset using 15 demographic attributes. Our results suggest that even heavily sampled anonymized #datasets are unlikely to satisfy the modern standards for #anonymization set forth by #GDPR and seriously challenge the technical and legal adequacy of the de-identification release-and-forget model."
⸺
https://www.nature.com/articles/s41467-019-10933-3/ @dataGovernance #dataPrivacy
#reidentification #datasets #anonymization #gdpr #dataprivacy
Larry O'Brien · @lobrien
154 followers · 675 posts · Server sigmoid.socialTentative conclusion: I’m not going to get the minimum number of photos I need to reidentify a #mantaray below about a half-dozen. Once I have that few k-shot I get good results but I’m just not getting a “general model of how to tell one manta from another.” #MetricLearning #ArcFace #SubcenterArcface #Reidentification #LowKShot
#mantaray #metriclearning #arcface #subcenterarcface #reidentification #lowkshot
Laurent Espitallier · @frenchhope
453 followers · 11607 posts · Server framapiaf.org
Données personnelles : rien à cacher, mais beaucoup à perdre https://theconversation.com/donnees-personnelles-rien-a-cacher-mais-beaucoup-a-perdre-201494 #données_personnelles #vie_privée #confinement #traçage #pistage #profilage #cybersécurité #surveillance #surveillance_de_masse #réidentification #anonymat #1st_revue #0_archivebox #2nd_frm
#2nd_frm #0_archivebox #1st_revue #anonymat #reidentification #surveillance_de_masse #surveillance #cybersecurite #profilage #pistage #tracage #confinement #vie_privee #donnees_personnelles
Christophe Bousquet · @KrisAnathema
79 followers · 80 posts · Server fediscience.orgDoes #deidentification of #data from #wearable devices give us a false sense of #security? A #SystematicReview
"This systematic review seeks to investigate whether deidentifying data from wearable devices is sufficient to protect the privacy of individuals in datasets. Correct identification rates were typically 86–100%, indicating a high risk of #reidentification. As little as 1–300 s of recording were required to enable reidentification."
https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00234-5/fulltext
#reidentification #openaccess #SystematicReview #security #wearable #data #deidentification
Laurent Espitallier · @frenchhope
445 followers · 11317 posts · Server framapiaf.org
Comment anonymiser des données personnelles ? https://theconversation.com/comment-anonymiser-des-donnees-personnelles-199922 #internet #web #anonymat #données_personnelles #confidentialité #vie_privée #réidentification #pseudonymat #confidentialité_différentielle #individualisation #inférence #corrélation #1st_revue #0_archivebox #2nd_frm
#2nd_frm #0_archivebox #1st_revue #correlation #inference #individualisation #confidentialite_differentielle #pseudonymat #reidentification #vie_privee #confidentialite #donnees_personnelles #anonymat #web #internet
Robert Castelo · @robertclab
94 followers · 294 posts · Server genomic.socialRT @drjessilyn
Rethinking how to promote research advances through data sharing & also prevent privacy loss:
* Risk of not sharing data might exceed #reidentification risk (http://bit.ly/3YeKly0)
* Federated learning, differential privacy, synthetic data
* Research is needed to guide policy